Dataset statistics
| Number of variables | 23 |
|---|---|
| Number of observations | 4056 |
| Missing cells | 5226 |
| Missing cells (%) | 5.6% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 728.9 KiB |
| Average record size in memory | 184.0 B |
Variable types
| Numeric | 23 |
|---|
Age is highly overall correlated with Work and 1 other fields | High correlation |
Work is highly overall correlated with Age | High correlation |
DM is highly overall correlated with DM_Type and 1 other fields | High correlation |
Year_DM_Diagnosed is highly overall correlated with DM_Duration | High correlation |
DM_Duration is highly overall correlated with Year_DM_Diagnosed | High correlation |
DM_Type is highly overall correlated with DM and 1 other fields | High correlation |
HbA1C_Admission_Value is highly overall correlated with DM and 1 other fields | High correlation |
Waist is highly overall correlated with BMI | High correlation |
BMI is highly overall correlated with Waist | High correlation |
Creatinine_Clearance is highly overall correlated with Age | High correlation |
Year_DM_Diagnosed has 1866 (46.0%) missing values | Missing |
DM_Duration has 1866 (46.0%) missing values | Missing |
HbA1C_Admission_Value has 1494 (36.8%) missing values | Missing |
Gender has 1362 (33.6%) zeros | Zeros |
Education has 969 (23.9%) zeros | Zeros |
Work has 2923 (72.1%) zeros | Zeros |
Cardiac_Arrest_Admission has 3973 (98.0%) zeros | Zeros |
Non_Cardiac_Condition has 3942 (97.2%) zeros | Zeros |
Hypertension has 1432 (35.3%) zeros | Zeros |
Dyslipidemia has 1766 (43.5%) zeros | Zeros |
DM has 1883 (46.4%) zeros | Zeros |
DM_Type has 1867 (46.0%) zeros | Zeros |
DM_Treatment has 103 (2.5%) zeros | Zeros |
Smoking_History has 982 (24.2%) zeros | Zeros |
Lipid_24_Collected has 599 (14.8%) zeros | Zeros |
Reproduction
| Analysis started | 2023-03-28 17:16:51.109138 |
|---|---|
| Analysis finished | 2023-03-28 17:18:36.281139 |
| Duration | 1 minute and 45.17 seconds |
| Software version | ydata-profiling vv4.0.0 |
| Download configuration | config.json |
Gender
Real number (ℝ)
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.66420118 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 1362 |
| Zeros (%) | 33.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 31.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.47232719 |
|---|---|
| Coefficient of variation (CV) | 0.71112067 |
| Kurtosis | -1.5168488 |
| Mean | 0.66420118 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.69562877 |
| Sum | 2694 |
| Variance | 0.22309297 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 2694 | |
| 0 | 1362 |
| Value | Count | Frequency (%) |
| 0 | 1362 | |
| 1 | 2694 |
| Value | Count | Frequency (%) |
| 1 | 2694 | |
| 0 | 1362 |
Age
Real number (ℝ)
| Distinct | 79 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 60.358974 |
| Minimum | 18 |
|---|---|
| Maximum | 112 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 31.8 KiB |
Quantile statistics
| Minimum | 18 |
|---|---|
| 5-th percentile | 40 |
| Q1 | 52 |
| median | 60 |
| Q3 | 69 |
| 95-th percentile | 81 |
| Maximum | 112 |
| Range | 94 |
| Interquartile range (IQR) | 17 |
Descriptive statistics
| Standard deviation | 12.726133 |
|---|---|
| Coefficient of variation (CV) | 0.21084078 |
| Kurtosis | -0.11991294 |
| Mean | 60.358974 |
| Median Absolute Deviation (MAD) | 9 |
| Skewness | 0.0030300895 |
| Sum | 244816 |
| Variance | 161.95446 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 62 | 148 | 3.6% |
| 72 | 138 | 3.4% |
| 57 | 132 | 3.3% |
| 60 | 132 | 3.3% |
| 67 | 121 | 3.0% |
| 59 | 119 | 2.9% |
| 52 | 117 | 2.9% |
| 56 | 114 | 2.8% |
| 64 | 112 | 2.8% |
| 70 | 111 | 2.7% |
| Other values (69) | 2812 |
| Value | Count | Frequency (%) |
| 18 | 1 | < 0.1% |
| 23 | 1 | < 0.1% |
| 24 | 3 | |
| 25 | 6 | |
| 26 | 5 | |
| 27 | 4 | |
| 28 | 5 | |
| 29 | 5 | |
| 30 | 5 | |
| 31 | 7 |
| Value | Count | Frequency (%) |
| 112 | 1 | < 0.1% |
| 102 | 1 | < 0.1% |
| 99 | 5 | |
| 97 | 2 | < 0.1% |
| 96 | 1 | < 0.1% |
| 95 | 3 | |
| 94 | 6 | |
| 93 | 6 | |
| 92 | 6 | |
| 91 | 3 |
Education
Real number (ℝ)
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.9164201 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 969 |
| Zeros (%) | 23.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 31.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 2 |
| Q3 | 2 |
| 95-th percentile | 4 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.4234834 |
|---|---|
| Coefficient of variation (CV) | 0.74278252 |
| Kurtosis | -0.57701972 |
| Mean | 1.9164201 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.31783119 |
| Sum | 7773 |
| Variance | 2.0263049 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 1965 | |
| 0 | 969 | |
| 4 | 645 | 15.9% |
| 1 | 248 | 6.1% |
| 5 | 164 | 4.0% |
| 3 | 65 | 1.6% |
| Value | Count | Frequency (%) |
| 0 | 969 | |
| 1 | 248 | 6.1% |
| 2 | 1965 | |
| 3 | 65 | 1.6% |
| 4 | 645 | 15.9% |
| 5 | 164 | 4.0% |
| Value | Count | Frequency (%) |
| 5 | 164 | 4.0% |
| 4 | 645 | 15.9% |
| 3 | 65 | 1.6% |
| 2 | 1965 | |
| 1 | 248 | 6.1% |
| 0 | 969 |
Work
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.31385602 |
| Minimum | 0 |
|---|---|
| Maximum | 2 |
| Zeros | 2923 |
| Zeros (%) | 72.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 31.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 2 |
| Range | 2 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.53334237 |
|---|---|
| Coefficient of variation (CV) | 1.6993218 |
| Kurtosis | 1.2102412 |
| Mean | 0.31385602 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.4661896 |
| Sum | 1273 |
| Variance | 0.28445408 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2923 | |
| 1 | 993 | 24.5% |
| 2 | 140 | 3.5% |
| Value | Count | Frequency (%) |
| 0 | 2923 | |
| 1 | 993 | 24.5% |
| 2 | 140 | 3.5% |
| Value | Count | Frequency (%) |
| 2 | 140 | 3.5% |
| 1 | 993 | 24.5% |
| 0 | 2923 |
Cardiac_Arrest_Admission
Real number (ℝ)
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.022928994 |
| Minimum | 0 |
|---|---|
| Maximum | 2 |
| Zeros | 3973 |
| Zeros (%) | 98.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 31.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 2 |
| Range | 2 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.16535103 |
|---|---|
| Coefficient of variation (CV) | 7.2114384 |
| Kurtosis | 69.458635 |
| Mean | 0.022928994 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.9312666 |
| Sum | 93 |
| Variance | 0.027340963 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 3973 | |
| 1 | 73 | 1.8% |
| 2 | 10 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 3973 | |
| 1 | 73 | 1.8% |
| 2 | 10 | 0.2% |
| Value | Count | Frequency (%) |
| 2 | 10 | 0.2% |
| 1 | 73 | 1.8% |
| 0 | 3973 |
Non_Cardiac_Condition
Real number (ℝ)
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.028106509 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 3942 |
| Zeros (%) | 97.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 31.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.16529752 |
|---|---|
| Coefficient of variation (CV) | 5.8811117 |
| Kurtosis | 30.647113 |
| Mean | 0.028106509 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.7124426 |
| Sum | 114 |
| Variance | 0.02732327 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 3942 | |
| 1 | 114 | 2.8% |
| Value | Count | Frequency (%) |
| 0 | 3942 | |
| 1 | 114 | 2.8% |
| Value | Count | Frequency (%) |
| 1 | 114 | 2.8% |
| 0 | 3942 |
Hypertension
Real number (ℝ)
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.6469428 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 1432 |
| Zeros (%) | 35.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 31.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.47797923 |
|---|---|
| Coefficient of variation (CV) | 0.73882765 |
| Kurtosis | -1.6223864 |
| Mean | 0.6469428 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.61515349 |
| Sum | 2624 |
| Variance | 0.22846414 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 2624 | |
| 0 | 1432 |
| Value | Count | Frequency (%) |
| 0 | 1432 | |
| 1 | 2624 |
| Value | Count | Frequency (%) |
| 1 | 2624 | |
| 0 | 1432 |
Dyslipidemia
Real number (ℝ)
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.56459566 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 1766 |
| Zeros (%) | 43.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 31.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.49587098 |
|---|---|
| Coefficient of variation (CV) | 0.87827628 |
| Kurtosis | -1.9330084 |
| Mean | 0.56459566 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.26066268 |
| Sum | 2290 |
| Variance | 0.24588802 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 2290 | |
| 0 | 1766 |
| Value | Count | Frequency (%) |
| 0 | 1766 | |
| 1 | 2290 |
| Value | Count | Frequency (%) |
| 1 | 2290 | |
| 0 | 1766 |
DM
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.071499 |
| Minimum | 0 |
|---|---|
| Maximum | 2 |
| Zeros | 1883 |
| Zeros (%) | 46.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 31.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2 |
| Q3 | 2 |
| 95-th percentile | 2 |
| Maximum | 2 |
| Range | 2 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 0.99756365 |
|---|---|
| Coefficient of variation (CV) | 0.9309982 |
| Kurtosis | -1.9804081 |
| Mean | 1.071499 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.14341799 |
| Sum | 4346 |
| Variance | 0.99513324 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 2173 | |
| 0 | 1883 |
| Value | Count | Frequency (%) |
| 0 | 1883 | |
| 2 | 2173 |
| Value | Count | Frequency (%) |
| 2 | 2173 | |
| 0 | 1883 |
Year_DM_Diagnosed
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 44 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 1866 |
| Missing (%) | 46.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2000.347 |
| Minimum | 1967 |
|---|---|
| Maximum | 2013 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 31.8 KiB |
Quantile statistics
| Minimum | 1967 |
|---|---|
| 5-th percentile | 1985 |
| Q1 | 1996 |
| median | 2002 |
| Q3 | 2007 |
| 95-th percentile | 2011 |
| Maximum | 2013 |
| Range | 46 |
| Interquartile range (IQR) | 11 |
Descriptive statistics
| Standard deviation | 7.9505741 |
|---|---|
| Coefficient of variation (CV) | 0.0039745974 |
| Kurtosis | 0.34796469 |
| Mean | 2000.347 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | -0.82043237 |
| Sum | 4380760 |
| Variance | 63.211629 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2002 | 285 | 7.0% |
| 2007 | 169 | 4.2% |
| 1992 | 152 | 3.7% |
| 1997 | 149 | 3.7% |
| 2000 | 117 | 2.9% |
| 2008 | 112 | 2.8% |
| 2006 | 101 | 2.5% |
| 2003 | 100 | 2.5% |
| 2010 | 87 | 2.1% |
| 2011 | 81 | 2.0% |
| Other values (34) | 837 | |
| (Missing) | 1866 |
| Value | Count | Frequency (%) |
| 1967 | 1 | < 0.1% |
| 1970 | 1 | < 0.1% |
| 1972 | 2 | < 0.1% |
| 1973 | 3 | 0.1% |
| 1974 | 1 | < 0.1% |
| 1975 | 1 | < 0.1% |
| 1976 | 1 | < 0.1% |
| 1977 | 8 | |
| 1978 | 1 | < 0.1% |
| 1979 | 3 | 0.1% |
| Value | Count | Frequency (%) |
| 2013 | 1 | < 0.1% |
| 2012 | 60 | 1.5% |
| 2011 | 81 | |
| 2010 | 87 | |
| 2009 | 76 | |
| 2008 | 112 | |
| 2007 | 169 | |
| 2006 | 101 | |
| 2005 | 70 | |
| 2004 | 67 | 1.7% |
DM_Duration
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 42 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 1866 |
| Missing (%) | 46.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.910046 |
| Minimum | 0 |
|---|---|
| Maximum | 45 |
| Zeros | 30 |
| Zeros (%) | 0.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 31.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 6 |
| median | 10 |
| Q3 | 16 |
| 95-th percentile | 27.55 |
| Maximum | 45 |
| Range | 45 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 7.8874935 |
|---|---|
| Coefficient of variation (CV) | 0.66225552 |
| Kurtosis | 0.39217643 |
| Mean | 11.910046 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 0.83482079 |
| Sum | 26083 |
| Variance | 62.212553 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10 | 342 | 8.4% |
| 20 | 200 | 4.9% |
| 15 | 173 | 4.3% |
| 5 | 172 | 4.2% |
| 12 | 115 | 2.8% |
| 6 | 103 | 2.5% |
| 7 | 91 | 2.2% |
| 4 | 88 | 2.2% |
| 2 | 88 | 2.2% |
| 1 | 83 | 2.0% |
| Other values (32) | 735 | 18.1% |
| (Missing) | 1866 |
| Value | Count | Frequency (%) |
| 0 | 30 | 0.7% |
| 1 | 83 | |
| 2 | 88 | |
| 3 | 78 | |
| 4 | 88 | |
| 5 | 172 | |
| 6 | 103 | |
| 7 | 91 | |
| 8 | 82 | |
| 9 | 40 | 1.0% |
| Value | Count | Frequency (%) |
| 45 | 1 | < 0.1% |
| 42 | 1 | < 0.1% |
| 40 | 5 | 0.1% |
| 38 | 1 | < 0.1% |
| 37 | 2 | < 0.1% |
| 36 | 1 | < 0.1% |
| 35 | 7 | |
| 34 | 1 | < 0.1% |
| 33 | 9 | |
| 32 | 16 |
DM_Type
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.0729783 |
| Minimum | 0 |
|---|---|
| Maximum | 2 |
| Zeros | 1867 |
| Zeros (%) | 46.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 31.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2 |
| Q3 | 2 |
| 95-th percentile | 2 |
| Maximum | 2 |
| Range | 2 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 0.99423721 |
|---|---|
| Coefficient of variation (CV) | 0.92661446 |
| Kurtosis | -1.9730146 |
| Mean | 1.0729783 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.14639868 |
| Sum | 4352 |
| Variance | 0.98850763 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 2163 | |
| 0 | 1867 | |
| 1 | 26 | 0.6% |
| Value | Count | Frequency (%) |
| 0 | 1867 | |
| 1 | 26 | 0.6% |
| 2 | 2163 |
| Value | Count | Frequency (%) |
| 2 | 2163 | |
| 1 | 26 | 0.6% |
| 0 | 1867 |
DM_Treatment
Real number (ℝ)
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.3454142 |
| Minimum | 0 |
|---|---|
| Maximum | 9 |
| Zeros | 103 |
| Zeros (%) | 2.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 31.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1.75 |
| Q1 | 5 |
| median | 7 |
| Q3 | 8 |
| 95-th percentile | 8 |
| Maximum | 9 |
| Range | 9 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 2.0141959 |
|---|---|
| Coefficient of variation (CV) | 0.31742544 |
| Kurtosis | 1.6499285 |
| Mean | 6.3454142 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -1.4698797 |
| Sum | 25737 |
| Variance | 4.0569851 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7 | 1868 | |
| 8 | 896 | |
| 5 | 489 | 12.1% |
| 3 | 338 | 8.3% |
| 9 | 164 | 4.0% |
| 0 | 103 | 2.5% |
| 1 | 100 | 2.5% |
| 4 | 63 | 1.6% |
| 6 | 34 | 0.8% |
| 2 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 103 | 2.5% |
| 1 | 100 | 2.5% |
| 2 | 1 | < 0.1% |
| 3 | 338 | 8.3% |
| 4 | 63 | 1.6% |
| 5 | 489 | 12.1% |
| 6 | 34 | 0.8% |
| 7 | 1868 | |
| 8 | 896 | |
| 9 | 164 | 4.0% |
| Value | Count | Frequency (%) |
| 9 | 164 | 4.0% |
| 8 | 896 | |
| 7 | 1868 | |
| 6 | 34 | 0.8% |
| 5 | 489 | 12.1% |
| 4 | 63 | 1.6% |
| 3 | 338 | 8.3% |
| 2 | 1 | < 0.1% |
| 1 | 100 | 2.5% |
| 0 | 103 | 2.5% |
Smoking_History
Real number (ℝ)
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.92973373 |
| Minimum | 0 |
|---|---|
| Maximum | 4 |
| Zeros | 982 |
| Zeros (%) | 24.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 31.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 4 |
| Range | 4 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.67269708 |
|---|---|
| Coefficient of variation (CV) | 0.72353735 |
| Kurtosis | 0.70240273 |
| Mean | 0.92973373 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.51647871 |
| Sum | 3771 |
| Variance | 0.45252136 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 2464 | |
| 0 | 982 | 24.2% |
| 2 | 524 | 12.9% |
| 3 | 85 | 2.1% |
| 4 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 982 | 24.2% |
| 1 | 2464 | |
| 2 | 524 | 12.9% |
| 3 | 85 | 2.1% |
| 4 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 4 | 1 | < 0.1% |
| 3 | 85 | 2.1% |
| 2 | 524 | 12.9% |
| 1 | 2464 | |
| 0 | 982 | 24.2% |
HbA1C_Admission_Value
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 383 |
|---|---|
| Distinct (%) | 14.9% |
| Missing | 1494 |
| Missing (%) | 36.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.5875995 |
| Minimum | 3.2 |
|---|---|
| Maximum | 88.4 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 31.8 KiB |
Quantile statistics
| Minimum | 3.2 |
|---|---|
| 5-th percentile | 4.9 |
| Q1 | 5.9 |
| median | 7 |
| Q3 | 8.9575 |
| 95-th percentile | 11.9095 |
| Maximum | 88.4 |
| Range | 85.2 |
| Interquartile range (IQR) | 3.0575 |
Descriptive statistics
| Standard deviation | 2.7882207 |
|---|---|
| Coefficient of variation (CV) | 0.36747072 |
| Kurtosis | 274.90232 |
| Mean | 7.5875995 |
| Median Absolute Deviation (MAD) | 1.37 |
| Skewness | 10.043542 |
| Sum | 19439.43 |
| Variance | 7.7741745 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6 | 144 | 3.6% |
| 5.9 | 71 | 1.8% |
| 5.7 | 69 | 1.7% |
| 5.8 | 65 | 1.6% |
| 5.3 | 53 | 1.3% |
| 5.6 | 52 | 1.3% |
| 5.5 | 52 | 1.3% |
| 7 | 49 | 1.2% |
| 5 | 48 | 1.2% |
| 5.4 | 48 | 1.2% |
| Other values (373) | 1911 | |
| (Missing) | 1494 |
| Value | Count | Frequency (%) |
| 3.2 | 1 | < 0.1% |
| 3.3 | 1 | < 0.1% |
| 3.5 | 1 | < 0.1% |
| 3.6 | 1 | < 0.1% |
| 3.75 | 1 | < 0.1% |
| 3.9 | 12 | |
| 4 | 23 | |
| 4.01 | 1 | < 0.1% |
| 4.1 | 4 | 0.1% |
| 4.16 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 88.4 | 1 | |
| 20 | 1 | |
| 17.5 | 1 | |
| 16.6 | 1 | |
| 16 | 2 | |
| 15.8 | 1 | |
| 15.7 | 2 | |
| 15.4 | 1 | |
| 15.3 | 1 | |
| 15.2 | 2 |
Lipid_24_Collected
Real number (ℝ)
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.85281065 |
| Minimum | 0 |
|---|---|
| Maximum | 2 |
| Zeros | 599 |
| Zeros (%) | 14.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 31.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 2 |
| Range | 2 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.35572748 |
|---|---|
| Coefficient of variation (CV) | 0.41712363 |
| Kurtosis | 1.9629583 |
| Mean | 0.85281065 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.9594277 |
| Sum | 3459 |
| Variance | 0.12654204 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 3455 | |
| 0 | 599 | 14.8% |
| 2 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 599 | 14.8% |
| 1 | 3455 | |
| 2 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 2 | 2 | < 0.1% |
| 1 | 3455 | |
| 0 | 599 | 14.8% |
Heart_Rate
Real number (ℝ)
| Distinct | 140 |
|---|---|
| Distinct (%) | 3.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 85.193588 |
| Minimum | 0 |
|---|---|
| Maximum | 222 |
| Zeros | 5 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 31.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 57 |
| Q1 | 71 |
| median | 82 |
| Q3 | 96 |
| 95-th percentile | 120 |
| Maximum | 222 |
| Range | 222 |
| Interquartile range (IQR) | 25 |
Descriptive statistics
| Standard deviation | 21.050612 |
|---|---|
| Coefficient of variation (CV) | 0.2470915 |
| Kurtosis | 3.2586474 |
| Mean | 85.193588 |
| Median Absolute Deviation (MAD) | 12 |
| Skewness | 1.028859 |
| Sum | 345545.19 |
| Variance | 443.12824 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 80 | 299 | 7.4% |
| 90 | 203 | 5.0% |
| 70 | 202 | 5.0% |
| 100 | 151 | 3.7% |
| 78 | 136 | 3.4% |
| 88 | 126 | 3.1% |
| 75 | 118 | 2.9% |
| 72 | 105 | 2.6% |
| 85 | 101 | 2.5% |
| 76 | 88 | 2.2% |
| Other values (130) | 2527 |
| Value | Count | Frequency (%) |
| 0 | 5 | |
| 25 | 2 | < 0.1% |
| 27 | 1 | < 0.1% |
| 30 | 3 | 0.1% |
| 34 | 2 | < 0.1% |
| 35 | 3 | 0.1% |
| 36 | 2 | < 0.1% |
| 38 | 5 | |
| 40 | 11 | |
| 42 | 4 | 0.1% |
| Value | Count | Frequency (%) |
| 222 | 1 | < 0.1% |
| 220 | 1 | < 0.1% |
| 200 | 2 | |
| 187 | 1 | < 0.1% |
| 180 | 4 | |
| 175 | 1 | < 0.1% |
| 174 | 1 | < 0.1% |
| 172 | 2 | |
| 170 | 3 | |
| 168 | 3 |
Waist
Real number (ℝ)
| Distinct | 179 |
|---|---|
| Distinct (%) | 4.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 97.575688 |
| Minimum | 25 |
|---|---|
| Maximum | 194 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 31.8 KiB |
Quantile statistics
| Minimum | 25 |
|---|---|
| 5-th percentile | 72 |
| Q1 | 88 |
| median | 98 |
| Q3 | 109 |
| 95-th percentile | 124.25 |
| Maximum | 194 |
| Range | 169 |
| Interquartile range (IQR) | 21 |
Descriptive statistics
| Standard deviation | 17.336474 |
|---|---|
| Coefficient of variation (CV) | 0.17767206 |
| Kurtosis | 2.3468526 |
| Mean | 97.575688 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | -0.34776671 |
| Sum | 395766.99 |
| Variance | 300.55332 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 90 | 225 | 5.5% |
| 100 | 172 | 4.2% |
| 85 | 158 | 3.9% |
| 110 | 151 | 3.7% |
| 98 | 147 | 3.6% |
| 105 | 132 | 3.3% |
| 80 | 127 | 3.1% |
| 88 | 123 | 3.0% |
| 95 | 123 | 3.0% |
| 102 | 111 | 2.7% |
| Other values (169) | 2587 |
| Value | Count | Frequency (%) |
| 25 | 1 | < 0.1% |
| 27 | 1 | < 0.1% |
| 28 | 1 | < 0.1% |
| 30 | 2 | < 0.1% |
| 32 | 9 | |
| 33 | 4 | |
| 34 | 5 | |
| 35 | 1 | < 0.1% |
| 36 | 8 | |
| 37 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 194 | 1 | < 0.1% |
| 191 | 2 | < 0.1% |
| 165 | 1 | < 0.1% |
| 160 | 1 | < 0.1% |
| 155 | 1 | < 0.1% |
| 152 | 1 | < 0.1% |
| 150 | 4 | |
| 148 | 5 | |
| 147 | 1 | < 0.1% |
| 146 | 1 | < 0.1% |
Fasting_Blood_Glucose_Value_SI_Units
Real number (ℝ)
| Distinct | 1285 |
|---|---|
| Distinct (%) | 31.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.6299144 |
| Minimum | 0.33 |
|---|---|
| Maximum | 17.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 31.8 KiB |
Quantile statistics
| Minimum | 0.33 |
|---|---|
| 5-th percentile | 4.3 |
| Q1 | 5.6615 |
| median | 7.1 |
| Q3 | 9.14 |
| 95-th percentile | 13 |
| Maximum | 17.8 |
| Range | 17.47 |
| Interquartile range (IQR) | 3.4785 |
Descriptive statistics
| Standard deviation | 2.8220822 |
|---|---|
| Coefficient of variation (CV) | 0.36987076 |
| Kurtosis | 0.93879528 |
| Mean | 7.6299144 |
| Median Absolute Deviation (MAD) | 1.6 |
| Skewness | 0.78090987 |
| Sum | 30946.933 |
| Variance | 7.9641481 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6 | 82 | 2.0% |
| 5.2 | 77 | 1.9% |
| 5.6 | 70 | 1.7% |
| 5 | 69 | 1.7% |
| 4.8 | 55 | 1.4% |
| 5.5 | 55 | 1.4% |
| 6.2 | 54 | 1.3% |
| 5.8 | 53 | 1.3% |
| 5.4 | 53 | 1.3% |
| 5.7 | 51 | 1.3% |
| Other values (1275) | 3437 |
| Value | Count | Frequency (%) |
| 0.33 | 1 | |
| 0.38 | 1 | |
| 0.46 | 1 | |
| 0.47 | 1 | |
| 0.58 | 1 | |
| 0.61 | 1 | |
| 0.71 | 1 | |
| 0.81 | 1 | |
| 0.98 | 1 | |
| 1 | 1 |
| Value | Count | Frequency (%) |
| 17.8 | 1 | < 0.1% |
| 17.7 | 2 | < 0.1% |
| 17.62 | 1 | < 0.1% |
| 17.6 | 1 | < 0.1% |
| 17.4 | 2 | < 0.1% |
| 17.3 | 3 | 0.1% |
| 17.2 | 3 | 0.1% |
| 17.17 | 1 | < 0.1% |
| 17.07 | 1 | < 0.1% |
| 17 | 8 |
Cholesterol_Value_SI_Units
Real number (ℝ)
| Distinct | 816 |
|---|---|
| Distinct (%) | 20.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.7237163 |
| Minimum | 0.07 |
|---|---|
| Maximum | 15.7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 31.8 KiB |
Quantile statistics
| Minimum | 0.07 |
|---|---|
| 5-th percentile | 2.89 |
| Q1 | 3.82 |
| median | 4.6 |
| Q3 | 5.5 |
| 95-th percentile | 6.93 |
| Maximum | 15.7 |
| Range | 15.63 |
| Interquartile range (IQR) | 1.68 |
Descriptive statistics
| Standard deviation | 1.3162881 |
|---|---|
| Coefficient of variation (CV) | 0.27865519 |
| Kurtosis | 3.3000863 |
| Mean | 4.7237163 |
| Median Absolute Deviation (MAD) | 0.8 |
| Skewness | 0.80803421 |
| Sum | 19159.393 |
| Variance | 1.7326142 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4.3 | 83 | 2.0% |
| 4.5 | 80 | 2.0% |
| 5.2 | 74 | 1.8% |
| 4.2 | 74 | 1.8% |
| 4.6 | 73 | 1.8% |
| 5.6 | 70 | 1.7% |
| 4.9 | 68 | 1.7% |
| 4.1 | 67 | 1.7% |
| 4 | 66 | 1.6% |
| 4.8 | 65 | 1.6% |
| Other values (806) | 3336 |
| Value | Count | Frequency (%) |
| 0.07 | 1 | < 0.1% |
| 0.08 | 3 | |
| 0.1 | 2 | |
| 0.13 | 1 | < 0.1% |
| 0.16 | 1 | < 0.1% |
| 0.17 | 2 | |
| 0.18 | 1 | < 0.1% |
| 0.7 | 1 | < 0.1% |
| 1 | 1 | < 0.1% |
| 1.2 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 15.7 | 1 | |
| 13.74 | 1 | |
| 12.65 | 1 | |
| 11.8 | 2 | |
| 11.36 | 1 | |
| 11.29 | 1 | |
| 10.97 | 1 | |
| 10.12 | 1 | |
| 10 | 1 | |
| 9.91 | 1 |
Triglycerides_Value_SI_Units
Real number (ℝ)
| Distinct | 705 |
|---|---|
| Distinct (%) | 17.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.6339415 |
| Minimum | 0.01 |
|---|---|
| Maximum | 17.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 31.8 KiB |
Quantile statistics
| Minimum | 0.01 |
|---|---|
| 5-th percentile | 0.6 |
| Q1 | 0.99 |
| median | 1.399 |
| Q3 | 1.96 |
| 95-th percentile | 3.5 |
| Maximum | 17.6 |
| Range | 17.59 |
| Interquartile range (IQR) | 0.97 |
Descriptive statistics
| Standard deviation | 1.1144582 |
|---|---|
| Coefficient of variation (CV) | 0.68206736 |
| Kurtosis | 34.29456 |
| Mean | 1.6339415 |
| Median Absolute Deviation (MAD) | 0.479 |
| Skewness | 4.0431901 |
| Sum | 6627.2669 |
| Variance | 1.2420171 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 108 | 2.7% |
| 1.1 | 107 | 2.6% |
| 1.2 | 107 | 2.6% |
| 1.3 | 102 | 2.5% |
| 1.5 | 100 | 2.5% |
| 0.8 | 100 | 2.5% |
| 0.9 | 98 | 2.4% |
| 1.4 | 95 | 2.3% |
| 1.6 | 92 | 2.3% |
| 1.8 | 80 | 2.0% |
| Other values (695) | 3067 |
| Value | Count | Frequency (%) |
| 0.01 | 6 | |
| 0.02 | 3 | |
| 0.03 | 1 | < 0.1% |
| 0.04 | 1 | < 0.1% |
| 0.1 | 1 | < 0.1% |
| 0.13 | 1 | < 0.1% |
| 0.14 | 1 | < 0.1% |
| 0.18 | 1 | < 0.1% |
| 0.2 | 1 | < 0.1% |
| 0.25 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 17.6 | 1 | |
| 17.4 | 1 | |
| 14.55 | 1 | |
| 11.56 | 1 | |
| 11.01 | 1 | |
| 10.59 | 1 | |
| 9.72 | 1 | |
| 9.14 | 1 | |
| 9 | 1 | |
| 8.88 | 1 |
BMI
Real number (ℝ)
| Distinct | 1237 |
|---|---|
| Distinct (%) | 30.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28.829796 |
| Minimum | 13.34 |
|---|---|
| Maximum | 96.88 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 31.8 KiB |
Quantile statistics
| Minimum | 13.34 |
|---|---|
| 5-th percentile | 21.5 |
| Q1 | 24.92 |
| median | 27.76 |
| Q3 | 31.5525 |
| 95-th percentile | 39.4425 |
| Maximum | 96.88 |
| Range | 83.54 |
| Interquartile range (IQR) | 6.6325 |
Descriptive statistics
| Standard deviation | 5.8932327 |
|---|---|
| Coefficient of variation (CV) | 0.20441465 |
| Kurtosis | 7.8727604 |
| Mean | 28.829796 |
| Median Absolute Deviation (MAD) | 3.26 |
| Skewness | 1.6722042 |
| Sum | 116933.65 |
| Variance | 34.730191 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 25.71 | 40 | 1.0% |
| 27.68 | 38 | 0.9% |
| 24.22 | 36 | 0.9% |
| 29.41 | 30 | 0.7% |
| 29.76 | 28 | 0.7% |
| 31.25 | 27 | 0.7% |
| 27.34 | 27 | 0.7% |
| 25.95 | 26 | 0.6% |
| 31.22 | 25 | 0.6% |
| 28.73 | 24 | 0.6% |
| Other values (1227) | 3755 |
| Value | Count | Frequency (%) |
| 13.34 | 1 | |
| 14.84 | 1 | |
| 15.78 | 1 | |
| 16.42 | 2 | |
| 16.44 | 1 | |
| 16.77 | 1 | |
| 16.82 | 2 | |
| 16.9 | 1 | |
| 17.04 | 1 | |
| 17.07 | 1 |
| Value | Count | Frequency (%) |
| 96.88 | 1 | |
| 69.25 | 1 | |
| 66.33 | 1 | |
| 65.38 | 1 | |
| 65.02 | 1 | |
| 63.57 | 1 | |
| 61.33 | 1 | |
| 57.78 | 1 | |
| 57.19 | 1 | |
| 57.16 | 1 |
Creatinine_Clearance
Real number (ℝ)
| Distinct | 3490 |
|---|---|
| Distinct (%) | 86.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 88.393495 |
| Minimum | 5.21 |
|---|---|
| Maximum | 1164.7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 31.8 KiB |
Quantile statistics
| Minimum | 5.21 |
|---|---|
| 5-th percentile | 25.7575 |
| Q1 | 57.455 |
| median | 82.84 |
| Q3 | 110.955 |
| 95-th percentile | 166.6775 |
| Maximum | 1164.7 |
| Range | 1159.49 |
| Interquartile range (IQR) | 53.5 |
Descriptive statistics
| Standard deviation | 52.864854 |
|---|---|
| Coefficient of variation (CV) | 0.59806273 |
| Kurtosis | 102.45995 |
| Mean | 88.393495 |
| Median Absolute Deviation (MAD) | 26.695 |
| Skewness | 6.160552 |
| Sum | 358524.01 |
| Variance | 2794.6928 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 83.2 | 6 | 0.1% |
| 86.1 | 6 | 0.1% |
| 110.7 | 4 | 0.1% |
| 76.26 | 4 | 0.1% |
| 76.16 | 4 | 0.1% |
| 79.9 | 4 | 0.1% |
| 67.65 | 4 | 0.1% |
| 97.17 | 4 | 0.1% |
| 51.98 | 3 | 0.1% |
| 102.09 | 3 | 0.1% |
| Other values (3480) | 4014 |
| Value | Count | Frequency (%) |
| 5.21 | 1 | |
| 5.24 | 1 | |
| 5.57 | 1 | |
| 5.7 | 1 | |
| 5.98 | 1 | |
| 6.18 | 1 | |
| 6.23 | 1 | |
| 6.29 | 1 | |
| 6.33 | 1 | |
| 6.39 | 1 |
| Value | Count | Frequency (%) |
| 1164.7 | 1 | |
| 1153.62 | 1 | |
| 875.43 | 1 | |
| 684.96 | 1 | |
| 626.18 | 1 | |
| 500.2 | 1 | |
| 460.63 | 1 | |
| 363.73 | 1 | |
| 321.8 | 1 | |
| 298.68 | 1 |
| Gender | Age | Education | Work | Cardiac_Arrest_Admission | Non_Cardiac_Condition | Hypertension | Dyslipidemia | DM | Year_DM_Diagnosed | DM_Duration | DM_Type | DM_Treatment | Smoking_History | HbA1C_Admission_Value | Lipid_24_Collected | Heart_Rate | Waist | Fasting_Blood_Glucose_Value_SI_Units | Cholesterol_Value_SI_Units | Triglycerides_Value_SI_Units | BMI | Creatinine_Clearance | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Gender | 1.000 | -0.158 | -0.007 | 0.379 | 0.014 | -0.009 | -0.208 | -0.122 | -0.164 | 0.091 | -0.092 | -0.161 | 0.047 | -0.146 | -0.127 | 0.067 | -0.130 | -0.035 | -0.092 | -0.006 | -0.002 | -0.173 | 0.106 |
| Age | -0.158 | 1.000 | -0.033 | -0.541 | -0.002 | 0.095 | 0.258 | 0.118 | 0.123 | -0.298 | 0.300 | 0.133 | 0.001 | 0.260 | 0.029 | -0.079 | 0.041 | -0.098 | 0.027 | -0.162 | -0.213 | -0.150 | -0.634 |
| Education | -0.007 | -0.033 | 1.000 | 0.050 | -0.019 | 0.007 | -0.009 | -0.039 | -0.005 | 0.004 | -0.006 | -0.004 | -0.027 | -0.022 | -0.013 | 0.004 | 0.007 | 0.003 | -0.019 | 0.020 | -0.015 | 0.030 | 0.033 |
| Work | 0.379 | -0.541 | 0.050 | 1.000 | -0.005 | -0.069 | -0.242 | -0.120 | -0.167 | 0.211 | -0.211 | -0.172 | 0.026 | -0.184 | -0.103 | 0.056 | -0.062 | 0.023 | -0.068 | 0.110 | 0.128 | 0.053 | 0.404 |
| Cardiac_Arrest_Admission | 0.014 | -0.002 | -0.019 | -0.005 | 1.000 | 0.081 | -0.006 | -0.031 | -0.002 | -0.015 | 0.012 | -0.004 | 0.025 | -0.034 | -0.006 | -0.038 | 0.054 | -0.024 | 0.031 | -0.003 | -0.005 | -0.008 | -0.041 |
| Non_Cardiac_Condition | -0.009 | 0.095 | 0.007 | -0.069 | 0.081 | 1.000 | 0.057 | 0.014 | 0.042 | -0.053 | 0.055 | 0.042 | -0.003 | 0.029 | -0.001 | -0.034 | 0.114 | -0.019 | 0.014 | -0.054 | -0.021 | -0.021 | -0.169 |
| Hypertension | -0.208 | 0.258 | -0.009 | -0.242 | -0.006 | 0.057 | 1.000 | 0.395 | 0.334 | -0.112 | 0.112 | 0.329 | -0.038 | 0.145 | 0.198 | -0.008 | 0.099 | 0.086 | 0.121 | -0.129 | 0.009 | 0.107 | -0.228 |
| Dyslipidemia | -0.122 | 0.118 | -0.039 | -0.120 | -0.031 | 0.014 | 0.395 | 1.000 | 0.327 | -0.064 | 0.069 | 0.323 | -0.067 | 0.110 | 0.223 | 0.015 | 0.022 | 0.082 | 0.108 | -0.069 | 0.082 | 0.096 | -0.098 |
| DM | -0.164 | 0.123 | -0.005 | -0.167 | -0.002 | 0.042 | 0.334 | 0.327 | 1.000 | -0.022 | 0.026 | 0.988 | -0.026 | 0.102 | 0.668 | -0.023 | 0.115 | 0.111 | 0.367 | -0.112 | 0.100 | 0.138 | -0.102 |
| Year_DM_Diagnosed | 0.091 | -0.298 | 0.004 | 0.211 | -0.015 | -0.053 | -0.112 | -0.064 | -0.022 | 1.000 | -0.995 | 0.069 | -0.053 | -0.074 | -0.093 | 0.095 | -0.064 | -0.044 | -0.003 | 0.169 | 0.078 | -0.116 | 0.213 |
| DM_Duration | -0.092 | 0.300 | -0.006 | -0.211 | 0.012 | 0.055 | 0.112 | 0.069 | 0.026 | -0.995 | 1.000 | -0.066 | 0.044 | 0.077 | 0.085 | -0.095 | 0.060 | 0.046 | 0.004 | -0.171 | -0.079 | 0.110 | -0.217 |
| DM_Type | -0.161 | 0.133 | -0.004 | -0.172 | -0.004 | 0.042 | 0.329 | 0.323 | 0.988 | 0.069 | -0.066 | 1.000 | -0.022 | 0.103 | 0.664 | -0.021 | 0.109 | 0.109 | 0.365 | -0.114 | 0.095 | 0.136 | -0.110 |
| DM_Treatment | 0.047 | 0.001 | -0.027 | 0.026 | 0.025 | -0.003 | -0.038 | -0.067 | -0.026 | -0.053 | 0.044 | -0.022 | 1.000 | -0.025 | -0.081 | -0.013 | -0.003 | -0.104 | -0.011 | -0.011 | -0.003 | -0.028 | 0.006 |
| Smoking_History | -0.146 | 0.260 | -0.022 | -0.184 | -0.034 | 0.029 | 0.145 | 0.110 | 0.102 | -0.074 | 0.077 | 0.103 | -0.025 | 1.000 | 0.078 | -0.005 | 0.022 | -0.029 | 0.037 | -0.077 | -0.073 | -0.001 | -0.199 |
| HbA1C_Admission_Value | -0.127 | 0.029 | -0.013 | -0.103 | -0.006 | -0.001 | 0.198 | 0.223 | 0.668 | -0.093 | 0.085 | 0.664 | -0.081 | 0.078 | 1.000 | -0.002 | 0.114 | 0.100 | 0.467 | 0.000 | 0.178 | 0.139 | 0.007 |
| Lipid_24_Collected | 0.067 | -0.079 | 0.004 | 0.056 | -0.038 | -0.034 | -0.008 | 0.015 | -0.023 | 0.095 | -0.095 | -0.021 | -0.013 | -0.005 | -0.002 | 1.000 | -0.043 | 0.033 | -0.038 | 0.053 | 0.035 | -0.022 | 0.054 |
| Heart_Rate | -0.130 | 0.041 | 0.007 | -0.062 | 0.054 | 0.114 | 0.099 | 0.022 | 0.115 | -0.064 | 0.060 | 0.109 | -0.003 | 0.022 | 0.114 | -0.043 | 1.000 | -0.010 | 0.152 | 0.014 | -0.005 | 0.048 | -0.060 |
| Waist | -0.035 | -0.098 | 0.003 | 0.023 | -0.024 | -0.019 | 0.086 | 0.082 | 0.111 | -0.044 | 0.046 | 0.109 | -0.104 | -0.029 | 0.100 | 0.033 | -0.010 | 1.000 | 0.067 | -0.009 | 0.129 | 0.513 | 0.259 |
| Fasting_Blood_Glucose_Value_SI_Units | -0.092 | 0.027 | -0.019 | -0.068 | 0.031 | 0.014 | 0.121 | 0.108 | 0.367 | -0.003 | 0.004 | 0.365 | -0.011 | 0.037 | 0.467 | -0.038 | 0.152 | 0.067 | 1.000 | 0.021 | 0.095 | 0.107 | -0.008 |
| Cholesterol_Value_SI_Units | -0.006 | -0.162 | 0.020 | 0.110 | -0.003 | -0.054 | -0.129 | -0.069 | -0.112 | 0.169 | -0.171 | -0.114 | -0.011 | -0.077 | 0.000 | 0.053 | 0.014 | -0.009 | 0.021 | 1.000 | 0.383 | 0.031 | 0.136 |
| Triglycerides_Value_SI_Units | -0.002 | -0.213 | -0.015 | 0.128 | -0.005 | -0.021 | 0.009 | 0.082 | 0.100 | 0.078 | -0.079 | 0.095 | -0.003 | -0.073 | 0.178 | 0.035 | -0.005 | 0.129 | 0.095 | 0.383 | 1.000 | 0.152 | 0.149 |
| BMI | -0.173 | -0.150 | 0.030 | 0.053 | -0.008 | -0.021 | 0.107 | 0.096 | 0.138 | -0.116 | 0.110 | 0.136 | -0.028 | -0.001 | 0.139 | -0.022 | 0.048 | 0.513 | 0.107 | 0.031 | 0.152 | 1.000 | 0.380 |
| Creatinine_Clearance | 0.106 | -0.634 | 0.033 | 0.404 | -0.041 | -0.169 | -0.228 | -0.098 | -0.102 | 0.213 | -0.217 | -0.110 | 0.006 | -0.199 | 0.007 | 0.054 | -0.060 | 0.259 | -0.008 | 0.136 | 0.149 | 0.380 | 1.000 |
| Gender | Age | Education | Work | Cardiac_Arrest_Admission | Non_Cardiac_Condition | Hypertension | Dyslipidemia | DM | Year_DM_Diagnosed | DM_Duration | DM_Type | DM_Treatment | Smoking_History | HbA1C_Admission_Value | Lipid_24_Collected | Heart_Rate | Waist | Fasting_Blood_Glucose_Value_SI_Units | Cholesterol_Value_SI_Units | Triglycerides_Value_SI_Units | BMI | Creatinine_Clearance | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 52 | 1 | 1 | 0 | 0 | 1 | 1 | 2 | 2003.0 | 10.0 | 2 | 3 | 4 | NaN | 2 | 85.193588 | 97.592341 | 7.424798 | 4.727462 | 1.654923 | 28.832152 | 88.463903 |
| 1 | 0 | 73 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | NaN | NaN | 0 | 7 | 0 | NaN | 1 | 75.000000 | 60.000000 | 7.000000 | 5.380000 | 1.850000 | 20.000000 | 24.120000 |
| 2 | 0 | 64 | 4 | 0 | 0 | 0 | 1 | 1 | 2 | 2002.0 | 10.0 | 2 | 5 | 1 | NaN | 1 | 117.000000 | 85.000000 | 11.930000 | 5.400000 | 2.240000 | 33.290000 | 63.600000 |
| 3 | 0 | 56 | 0 | 0 | 0 | 0 | 0 | 1 | 2 | 1988.0 | 24.0 | 2 | 9 | 1 | 7.1 | 0 | 82.000000 | 85.000000 | 4.400000 | 4.700000 | 1.300000 | 31.220000 | 114.240000 |
| 4 | 0 | 78 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | NaN | NaN | 0 | 7 | 1 | 5.6 | 0 | 90.000000 | 90.000000 | 6.200000 | 4.110000 | 1.110000 | 19.560000 | 27.550000 |
| 5 | 1 | 54 | 2 | 0 | 0 | 0 | 1 | 0 | 0 | NaN | NaN | 0 | 7 | 1 | 5.6 | 1 | 75.000000 | 91.000000 | 4.000000 | 5.200000 | 2.200000 | 23.050000 | 92.370000 |
| 6 | 0 | 54 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | NaN | NaN | 0 | 7 | 1 | NaN | 0 | 90.000000 | 93.000000 | 9.814000 | 5.072000 | 1.048000 | 23.810000 | 73.420000 |
| 7 | 0 | 63 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | NaN | NaN | 0 | 7 | 1 | NaN | 1 | 100.000000 | 88.000000 | 9.234000 | 6.500000 | 2.500000 | 28.300000 | 95.530000 |
| 8 | 1 | 62 | 0 | 0 | 0 | 0 | 1 | 1 | 2 | 2000.0 | 12.0 | 2 | 8 | 2 | 7.6 | 1 | 50.000000 | 107.000000 | 7.700000 | 4.060000 | 1.150000 | 27.180000 | 78.880000 |
| 9 | 1 | 59 | 0 | 0 | 0 | 0 | 0 | 1 | 2 | 2002.0 | 10.0 | 2 | 4 | 0 | 8.0 | 1 | 110.000000 | 97.000000 | 6.612000 | 7.740000 | 3.910000 | 25.240000 | 70.210000 |
| Gender | Age | Education | Work | Cardiac_Arrest_Admission | Non_Cardiac_Condition | Hypertension | Dyslipidemia | DM | Year_DM_Diagnosed | DM_Duration | DM_Type | DM_Treatment | Smoking_History | HbA1C_Admission_Value | Lipid_24_Collected | Heart_Rate | Waist | Fasting_Blood_Glucose_Value_SI_Units | Cholesterol_Value_SI_Units | Triglycerides_Value_SI_Units | BMI | Creatinine_Clearance | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 4046 | 1 | 74 | 0 | 0 | 0 | 0 | 1 | 1 | 2 | 1987.0 | 25.0 | 2 | 1 | 1 | 8.3 | 1 | 88.0 | 90.6 | 10.800 | 5.140 | 1.100 | 28.41 | 56.50 |
| 4047 | 1 | 76 | 4 | 1 | 0 | 0 | 1 | 0 | 0 | NaN | NaN | 0 | 7 | 0 | NaN | 0 | 140.0 | 70.0 | 7.960 | 4.178 | 1.322 | 25.71 | 34.66 |
| 4048 | 1 | 61 | 5 | 2 | 0 | 1 | 1 | 1 | 2 | 1993.0 | 20.0 | 2 | 8 | 1 | 7.4 | 1 | 87.0 | 90.0 | 4.200 | 5.100 | 2.500 | 29.76 | 50.65 |
| 4049 | 0 | 56 | 2 | 0 | 0 | 0 | 1 | 0 | 2 | 2004.0 | 8.0 | 2 | 3 | 1 | 8.1 | 0 | 62.0 | 115.0 | 7.200 | 7.440 | 2.320 | 33.12 | 109.82 |
| 4050 | 1 | 41 | 0 | 1 | 0 | 0 | 1 | 1 | 2 | 2006.0 | 7.0 | 2 | 8 | 2 | NaN | 1 | 106.0 | 79.0 | 12.220 | 5.900 | 1.900 | 27.97 | 88.77 |
| 4051 | 1 | 75 | 2 | 0 | 0 | 0 | 1 | 1 | 2 | 2001.0 | 11.0 | 2 | 5 | 1 | 8.8 | 1 | 98.0 | 92.0 | 7.500 | 4.670 | 2.220 | 23.51 | 45.28 |
| 4052 | 1 | 56 | 0 | 0 | 2 | 0 | 0 | 1 | 2 | 1996.0 | 15.0 | 2 | 8 | 0 | 11.6 | 1 | 120.0 | 93.0 | 7.900 | 6.660 | 1.530 | 29.39 | 83.77 |
| 4053 | 1 | 55 | 4 | 0 | 0 | 0 | 0 | 0 | 2 | 2006.0 | 7.0 | 2 | 8 | 0 | 11.6 | 1 | 109.0 | 72.0 | 9.200 | 3.950 | 0.800 | 22.84 | 89.61 |
| 4054 | 1 | 77 | 2 | 0 | 0 | 0 | 1 | 0 | 0 | NaN | NaN | 0 | 7 | 1 | NaN | 1 | 100.0 | 85.0 | 9.220 | 6.710 | 0.650 | 22.04 | 31.00 |
| 4055 | 1 | 73 | 2 | 0 | 0 | 0 | 1 | 1 | 2 | 1987.0 | 25.0 | 2 | 9 | 0 | NaN | 1 | 100.0 | 117.0 | 11.874 | 4.100 | 1.770 | 29.01 | 67.36 |